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researcher

T. Sokolowski

8 papers hereh-index 8293 citations24 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author2
  • middle author2
  • last author4

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • physics.bio-ph2
  • q-bio.MN2
  • q-bio.QM2
  • cs.IT1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20172025
most citedComparing AI versus Optimization Workflows for Simulation-Based Inference of Spatial-Stochastic Systems

3 citations · 6 across the 6 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2025★ 1 cited

Unifying Physics- and Data-Driven Modeling via Novel Causal Spatiotemporal Graph Neural Network for Interpretable Epidemic Forecasting

Shuai Han, Lukas Stelz, Thomas R. Sokolowski +2

Accurate epidemic forecasting is crucial for effective disease control and prevention. Traditional compartmental models often struggle to estimate temporally and spatially varying…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.